- B.Tech. Computer Science & Engineering, Thapar Institute of Engineering & Technology - CGPA 9.83/10 (Aug 2023 – May 2027)
- Currently: Web Solutions Engineer Intern @ Google
- Previously: Research Intern @ Samsung PRISM
- Focus Areas: Applied ML & Medical Imaging, Retrieval/RAG Systems, Full-Stack Engineering
- Currently exploring: Distributed systems, LLM evaluation, and 3D medical segmentation
- Ask me about: Gen AI, nnU-Net & MONAI, YOLOv8 pipelines, RAG architectures, React/Angular frontends
- Fun Fact: I code best with Karan Aujla playing in the background
Web Solutions Engineer Intern - Google · May 2026 – Aug 2026
- Architected two parallel retrieval pipelines (recursive LLM tournament & cascaded re-ranking RAG) using Gemini Embeddings for semantic search over 20K+ product changelog docs, saving an estimated 33,500+ manual hours.
- Built an Angular + gRPC-Web editor for real-time article diff reviews, with hybrid Drive API authentication and 1P Offline Access to authorize asynchronous background pipelines.
Research Intern - Samsung PRISM · Nov 2025 – Mar 2026
- Developed and optimized on-device Short Text Topic Modeling (GSDMM, BTM) pipelines in C++ and PyTorch, improving topic coherence by 18% on sub-50-token datasets.
- Shipped end-to-end mobile deployment via TensorFlow Lite, cutting memory footprint by 35% and improving real-time inference on mobile NPUs through model compression.
Languages
Frontend
Backend, Cloud & Databases
AI / ML
Tools & Platforms
| Project | Description | Tech Stack |
|---|---|---|
| BraTS 2025 Tumor Segmentation | 3D nnU-Net v2 pipeline on the BraTS-PED 2025 dataset reaching 0.944 Dice (WT), 0.799 (TC) and 0.731 (ET). Brain-masked normalization and morphology-based post-processing drove Dice gains of 47.5% (TC) and 23.8% (ET). | nnU-Net PyTorch MONAI SimpleITK |
| AI-RoadIntelligence | Real-time traffic congestion system processing video and concurrent YouTube live streams at 45 FPS with <50 ms latency, wired into a SUMO simulator for dynamic emergency routing and sub-3-second alerting. | YOLOv8 OpenCV SUMO Python |
| StudyBud | AI-powered educational ecosystem that auto-generates math and science animations via Manim, with semantic AI tutoring powered by Google Gemini. | Python Manim Gemini JavaScript |
| Portfolio Website | Product-grade personal site at pratham.codes with AI-powered navigation, keyboard-first UX and preloaded, performance-tuned rendering. | React Vite TypeScript Tailwind |
| CareSentry AI | Health management platform handling medication reminders, quick symptom guidance and AI-assisted analysis for minor health issues. | JavaScript AI/ML |
- LeetCode Knight - top 3.5% globally, contest rating 1939
- 1400+ DSA problems solved across LeetCode and GeeksforGeeks, primarily in C++
- Merit I (twice) & Merit III Scholar - awarded by TIET for academic excellence (13+ Lakhs INR)
- Reliance Undergraduate Scholar - top 5000 PAN India (2 Lakhs INR)
- Selected for Amazon ML Summer School 2026
- Flipkart GRiD 8.0 Semi-Finalist
- Student Placement Representative - CSE branch, TIET Placement Cell
- Joint Secretary, LEAD Society - built the official society site and mentored 150+ students through a DSA workshop.